5 papers
Uncovering Latent Patterns in Social Media Usage and Mental Health: A Clustering-Based Approach Using Unsupervised Machine Learning
Md All Shahria, Sanjeda Dewan Mithila, Touhid Alam +2
The widespread adoption of social media has heightened interest in its psychological effects, particularly on mental health indicators such as anxiety, depression, loneliness, and…
BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment
Md. Ashiq Ul Islam Sajid, Mohammad Sakib Mahmood, Md. Tareq Hasan +3
The deployment of intelligent reinforcement learning (RL) agents on resource-constrained edge devices remains a fundamental challenge due to the substantial memory, computational,…
VLAgeBench: Benchmarking Large Vision-Language Models for Zero-Shot Human Age Estimation
Rakib Hossain Sajib, Md Kishor Morol, Rajan Das Gupta +2
Human age estimation from facial images represents a challenging computer vision task with significant applications in biometrics, healthcare, and human-computer interaction. While…
An Explainable Ensemble Learning Framework for Crop Classification with Optimized Feature Pyramids and Deep Networks
Syed Rayhan Masud, SK Muktadir Hossain, Md. Ridoy Sarkar +3
Agriculture is increasingly challenged by climate change, soil degradation, and resource depletion, and hence requires advanced data-driven crop classification and recommendation s…
Outcome-Based Education: Evaluating Students' Perspectives Using Transformer
Shuvra Smaran Das, Anirban Saha Anik, Md Kishor Morol +1
Outcome-Based Education (OBE) emphasizes the development of specific competencies through student-centered learning. In this study, we reviewed the importance of OBE and implemente…